Governing AI for Collective Wellbeing

Carnegie UK has published a report on governing AI for collective wellbeing, and the diagnosis is annoyingly good: without a clear home in government for digital social policy, we get 'AI becomes everybody's priority and nobody's clear responsibility.' That is the most accurate sentence anyone has written about Whitehall in a decade. In practice it means every department name-drops AI in the foreword and no department holds the budget line when the thing goes wrong. The report notes there is no obvious owner for digital social policy — which is why 'collective wellbeing' is doing so much heavy lifting in the title.

The prescribed cure is where it gets delicious. Rather than new legislation or new institutions, Carnegie UK suggests using levers already in government practice: business cases, procurement, assurance, public registers. So the counterweight to models that write code, pass exams and book your GP appointment is a form. Note the vocabulary — 'assurance', which is what you call enforcement when you'd rather not alarm anybody, and 'public registers', which is what you build when you can't pass a law. 'Before reaching for new legislation' is the most reliable sentence in British policy: a promise that the law will arrive right after the technology has finished arriving.

The sector-led reflex is not uniquely ours — Senator Dave McCormick reached for the same comfort from across the Atlantic, arguing government should keep its hands in its pockets. Carnegie UK at least notices the flaw: a pro-innovation, sector-led approach is an arrangement in which innovation gets a sponsor and responsibility gets a shrug. Here's the grudging defence of the procurement idea: the British state is genuinely excellent at buying things, and buying terms can set standards faster than a white paper. But it requires saying no to a vendor, which is the one lever we have historically left in the drawer — everyone's priority, nobody's responsibility, now with a register.